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The Practical Divide between Adversarial ML Research and Security Practice - A Red Team Perspective

The Practical Divide between Adversarial ML Research and Security Practice - A Red Team Perspective

USENIX Enigma Conference via YouTube Direct link

Red teaming

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Red teaming

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The Practical Divide between Adversarial ML Research and Security Practice - A Red Team Perspective

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  1. 1 Introduction
  2. 2 A fundamental paradigm mismatch
  3. 3 The state of ML security
  4. 4 Red teaming
  5. 5 Example
  6. 6 Red Team Attack
  7. 7 Lessons Learned
  8. 8 Health Monitoring
  9. 9 Data
  10. 10 Conclusion

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